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Mitchell, South Dakota | Serving Rural SD
Timm Johnson
Timm Johnson
Intelligence, rooted in South Dakota
Independent Research from South Dakota's AI Frontier — New work posted as it develops
Research & Innovation


Understanding Context Engineering in AI and Why It Could be Game Changing
Artificial intelligence has become a part of everyday conversation, often with advice like, "You just have to learn how to prompt it." While that advice holds some truth, it misses a deeper layer of what makes AI truly effective. Recently, a term has started to gain traction among AI researchers and practitioners: context engineering. This concept might be the key to unlocking AI’s full potential, especially for those working with automation and intelligent agents. I’ve spent

Timm Johnson
Jun 94 min read
120 Orders of Magnitude: The Math Behind QML's Answer to Physics' Most Embarrassing Problem
By Timm Johnson | Dakota Intelligence | Theoretical Physics Research There's a number in physics that nobody likes to talk about at dinner. It's 10¹²⁰. A 1 followed by 120 zeroes. That's the ratio between what quantum field theory predicts the vacuum energy of the universe should be, and what we actually observe. It's not a small rounding error. It's not an off-by-a-few-percent calibration issue. It's the largest known discrepancy between theory and observation in the history

Timm Johnson
May 610 min read
What If the Universe Remembers Everything — Down to the Quantum Level?
By Timm Johnson | Dakota Intelligence Research Lab | April 2026 Independent theoretical physics research from Mitchell, South Dakota. No institution. No permission slip. Just the work. The Question Nobody's Asking Quite Right Physics has two great theories. Both are spectacularly successful. Both are almost certainly incomplete. Quantum mechanics rules the subatomic world with brutal precision. General relativity bends space and time across galactic scales. They work beautifu

Timm Johnson
Apr 263 min read
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